Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	1318
Missing cells	1382
Missing cells (%)	8.7%
Duplicate rows	639
Duplicate rows (%)	48.5%
Total size in memory	123.7 KiB
Average record size in memory	96.1 B

Variable types

Numeric	10
Categorical	2

Alerts

Dataset has 639 (48.5%) duplicate rows	Duplicates
`p` is highly overall correlated with `cc` and 1 other fields	High correlation
`t` is highly overall correlated with `s`	High correlation
`ts` is highly overall correlated with `td`	High correlation
`td` is highly overall correlated with `ts`	High correlation
`cc` is highly overall correlated with `p`	High correlation
`pp` is highly overall correlated with `p`	High correlation
`s` is highly overall correlated with `t`	High correlation
`u` has 46 (3.5%) missing values	Missing
`gs` has 18 (1.4%) missing values	Missing
`c` has 18 (1.4%) missing values	Missing
`hdl` has 25 (1.9%) missing values	Missing
`cc` has 189 (14.3%) missing values	Missing
`pp` has 1064 (80.7%) missing values	Missing

Reproduction

Analysis started	2023-11-20 17:53:40.978486
Analysis finished	2023-11-20 17:53:46.387716
Duration	5.41 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

e
Real number (ℝ)

Distinct	61
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41.580425

Minimum	18
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	18
5-th percentile	22
Q1	31
median	42
Q3	51
95-th percentile	61
Maximum	88
Range	70
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	12.564518
Coefficient of variation (CV)	0.30217386
Kurtosis	-0.29988075
Mean	41.580425
Median Absolute Deviation (MAD)	9
Skewness	0.25175625
Sum	54803
Variance	157.8671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	53	4.0%
47	49	3.7%
43	49	3.7%
52	48	3.6%
38	46	3.5%
24	44	3.3%
51	42	3.2%
33	40	3.0%
46	39	3.0%
41	38	2.9%
Other values (51)	870	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	4	0.3%
19	6	0.5%
20	10	0.8%
21	16	1.2%
22	35	2.7%
23	20	1.5%
24	44	3.3%
25	32	2.4%
26	38	2.9%
27	30	2.3%

Value	Count	Frequency (%)
88	1	0.1%
85	2	0.2%
83	3	0.2%
82	1	0.1%
80	1	0.1%
77	2	0.2%
75	1	0.1%
74	1	0.1%
71	2	0.2%
70	7	0.5%

s
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	10.4 KiB

1	907
2	411

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1318
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

Most occurring characters

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1318	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	1318	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1318	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	907	68.8%
2	411	31.2%

u
Categorical

Distinct	4
Distinct (%)	0.3%
Missing	46
Missing (%)	3.5%
Memory size	10.4 KiB

1.0	804
4.0	234
3.0	118
2.0	116

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3816
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	804	61.0%
4.0	234	17.8%
3.0	118	9.0%
2.0	116	8.8%
(Missing)	46	3.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	804	63.2%
4.0	234	18.4%
3.0	118	9.3%
2.0	116	9.1%

Most occurring characters

Value	Count	Frequency (%)
.	1272	33.3%
0	1272	33.3%
1	804	21.1%
4	234	6.1%
3	118	3.1%
2	116	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2544	66.7%
Other Punctuation	1272	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1272	50.0%
1	804	31.6%
4	234	9.2%
3	118	4.6%
2	116	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	1272	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3816	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	1272	33.3%
0	1272	33.3%
1	804	21.1%
4	234	6.1%
3	118	3.1%
2	116	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3816	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1272	33.3%
0	1272	33.3%
1	804	21.1%
4	234	6.1%
3	118	3.1%
2	116	3.0%

p
Real number (ℝ)

Distinct	318
Distinct (%)	24.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.261129

Minimum	38
Maximum	129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	38
5-th percentile	51.97
Q1	61.025
median	68.75
Q3	78
95-th percentile	96.45
Maximum	129
Range	91
Interquartile range (IQR)	16.975

Descriptive statistics

Standard deviation	13.434725
Coefficient of variation (CV)	0.19121135
Kurtosis	0.70404764
Mean	70.261129
Median Absolute Deviation (MAD)	8.75
Skewness	0.72251276
Sum	92604.168
Variance	180.49184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	28	2.1%
63	28	2.1%
73	26	2.0%
74	24	1.8%
68	23	1.7%
64	23	1.7%
69	22	1.7%
58	21	1.6%
60	20	1.5%
71	20	1.5%
Other values (308)	1083	82.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
38	1	0.1%
40.5	2	0.2%
41	2	0.2%
42	4	0.3%
43	2	0.2%
45	1	0.1%
45.2	2	0.2%
46.2	1	0.1%
46.7	2	0.2%
47.7	2	0.2%

Value	Count	Frequency (%)
129	1	0.1%
124.5	2	0.2%
112.3	2	0.2%
110	3	0.2%
109.9	2	0.2%
109	2	0.2%
108	3	0.2%
107.8	2	0.2%
106.75	4	0.3%
105	2	0.2%

t
Real number (ℝ)

Distinct	48
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5995448

Minimum	1.34
Maximum	1.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	1.34
5-th percentile	1.47
Q1	1.54
median	1.59
Q3	1.66
95-th percentile	1.75
Maximum	1.91
Range	0.57
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.087252533
Coefficient of variation (CV)	0.054548353
Kurtosis	0.10952783
Mean	1.5995448
Median Absolute Deviation (MAD)	0.06
Skewness	0.45882023
Sum	2108.2
Variance	0.0076130044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
1.54	68	5.2%
1.6	68	5.2%
1.55	66	5.0%
1.56	64	4.9%
1.57	62	4.7%
1.52	61	4.6%
1.59	60	4.6%
1.5	52	3.9%
1.62	51	3.9%
1.58	50	3.8%
Other values (38)	716	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.34	1	0.1%
1.38	2	0.2%
1.39	1	0.1%
1.41	1	0.1%
1.42	5	0.4%
1.43	6	0.5%
1.44	12	0.9%
1.45	17	1.3%
1.47	25	1.9%
1.48	24	1.8%

Value	Count	Frequency (%)
1.91	2	0.2%
1.89	4	0.3%
1.85	2	0.2%
1.83	6	0.5%
1.82	10	0.8%
1.81	2	0.2%
1.8	2	0.2%
1.79	8	0.6%
1.78	10	0.8%
1.77	6	0.5%

ts
Real number (ℝ)

Distinct	82
Distinct (%)	6.3%
Missing	11
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	118.86075

Minimum	12
Maximum	185
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	12
5-th percentile	96
Q1	108
median	118
Q3	128
95-th percentile	148
Maximum	185
Range	173
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	16.282504
Coefficient of variation (CV)	0.13698807
Kurtosis	1.6719846
Mean	118.86075
Median Absolute Deviation (MAD)	10
Skewness	0.35623591
Sum	155351
Variance	265.11995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	73	5.5%
100	58	4.4%
110	53	4.0%
121	44	3.3%
117	40	3.0%
123	38	2.9%
124	34	2.6%
108	32	2.4%
105	32	2.4%
111	32	2.4%
Other values (72)	871	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	0.1%
80	2	0.2%
84	2	0.2%
85	2	0.2%
86	2	0.2%
87	6	0.5%
88	2	0.2%
89	2	0.2%
90	12	0.9%
91	2	0.2%

Value	Count	Frequency (%)
185	2	0.2%
170	3	0.2%
165	4	0.3%
164	2	0.2%
163	4	0.3%
162	4	0.3%
160	9	0.7%
159	2	0.2%
158	2	0.2%
155	2	0.2%

td
Real number (ℝ)

Distinct	49
Distinct (%)	3.7%
Missing	11
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	75.240245

Minimum	50
Maximum	115
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	50
5-th percentile	60
Q1	70
median	75
Q3	81
95-th percentile	89
Maximum	115
Range	65
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.9138536
Coefficient of variation (CV)	0.11847188
Kurtosis	0.3348497
Mean	75.240245
Median Absolute Deviation (MAD)	6
Skewness	0.022413703
Sum	98339
Variance	79.456786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
70	108	8.2%
80	84	6.4%
75	59	4.5%
81	56	4.2%
77	56	4.2%
60	54	4.1%
73	54	4.1%
72	52	3.9%
74	47	3.6%
78	45	3.4%
Other values (39)	692	52.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	5	0.4%
51	4	0.3%
52	2	0.2%
53	2	0.2%
54	2	0.2%
56	5	0.4%
57	4	0.3%
58	4	0.3%
59	6	0.5%
60	54	4.1%

Value	Count	Frequency (%)
115	2	0.2%
103	2	0.2%
99	4	0.3%
98	2	0.2%
96	6	0.5%
94	6	0.5%
93	2	0.2%
92	4	0.3%
91	8	0.6%
90	27	2.0%

gs
Real number (ℝ)

Distinct	86
Distinct (%)	6.6%
Missing	18
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	96.794615

Minimum	64
Maximum	378
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	64
5-th percentile	76
Q1	84
median	90
Q3	98
95-th percentile	138.05
Maximum	378
Range	314
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	30.500144
Coefficient of variation (CV)	0.31510166
Kurtosis	27.850324
Mean	96.794615
Median Absolute Deviation (MAD)	7
Skewness	4.6925606
Sum	125833
Variance	930.25879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	67	5.1%
86	55	4.2%
88	54	4.1%
93	54	4.1%
87	52	3.9%
95	51	3.9%
89	47	3.6%
83	44	3.3%
80	43	3.3%
90	42	3.2%
Other values (76)	791	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64	2	0.2%
66	4	0.3%
71	8	0.6%
72	12	0.9%
73	16	1.2%
74	8	0.6%
75	12	0.9%
76	29	2.2%
77	20	1.5%
78	18	1.4%

Value	Count	Frequency (%)
378	2	0.2%
317	2	0.2%
303	4	0.3%
274	1	0.1%
262	2	0.2%
256	2	0.2%
255	4	0.3%
243	2	0.2%
236	2	0.2%
216	2	0.2%

c
Real number (ℝ)

Distinct	151
Distinct (%)	11.6%
Missing	18
Missing (%)	1.4%
Infinite	0
Infinite (%)	0.0%
Mean	186.34077

Minimum	80
Maximum	356
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	80
5-th percentile	132.9
Q1	159
median	182
Q3	211
95-th percentile	247
Maximum	356
Range	276
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	38.346984
Coefficient of variation (CV)	0.20578955
Kurtosis	1.0685001
Mean	186.34077
Median Absolute Deviation (MAD)	25
Skewness	0.57554491
Sum	242243
Variance	1470.4912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
175	27	2.0%
204	24	1.8%
173	22	1.7%
161	22	1.7%
176	22	1.7%
167	22	1.7%
172	20	1.5%
242	20	1.5%
195	20	1.5%
158	20	1.5%
Other values (141)	1081	82.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80	1	0.1%
85	2	0.2%
94	4	0.3%
97	2	0.2%
99	6	0.5%
108	2	0.2%
109	2	0.2%
110	2	0.2%
115	2	0.2%
117	4	0.3%

Value	Count	Frequency (%)
356	2	0.2%
347	2	0.2%
341	2	0.2%
316	2	0.2%
302	2	0.2%
301	2	0.2%
295	2	0.2%
290	2	0.2%
282	2	0.2%
281	2	0.2%

hdl
Real number (ℝ)

Distinct	59
Distinct (%)	4.6%
Missing	25
Missing (%)	1.9%
Infinite	0
Infinite (%)	0.0%
Mean	44.132251

Minimum	21
Maximum	238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	21
5-th percentile	29
Q1	36
median	43
Q3	50
95-th percentile	63
Maximum	238
Range	217
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	12.810369
Coefficient of variation (CV)	0.29027229
Kurtosis	63.139198
Mean	44.132251
Median Absolute Deviation (MAD)	7
Skewness	4.9573555
Sum	57063
Variance	164.10556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43	70	5.3%
42	64	4.9%
40	62	4.7%
39	58	4.4%
46	56	4.2%
45	53	4.0%
41	47	3.6%
33	44	3.3%
34	42	3.2%
50	42	3.2%
Other values (49)	755	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	2	0.2%
24	7	0.5%
25	6	0.5%
26	2	0.2%
27	20	1.5%
28	24	1.8%
29	13	1.0%
30	23	1.7%
31	38	2.9%
32	30	2.3%

Value	Count	Frequency (%)
238	1	0.1%
212	1	0.1%
96	2	0.2%
93	4	0.3%
84	2	0.2%
79	2	0.2%
78	2	0.2%
77	2	0.2%
76	2	0.2%
74	2	0.2%

cc
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	133
Distinct (%)	11.8%
Missing	189
Missing (%)	14.3%
Infinite	0
Infinite (%)	0.0%
Mean	89.72264

Minimum	28
Maximum	145
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	28
5-th percentile	70
Q1	82
median	89.5
Q3	98
95-th percentile	109.6
Maximum	145
Range	117
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	12.325413
Coefficient of variation (CV)	0.13737238
Kurtosis	0.86398349
Mean	89.72264
Median Absolute Deviation (MAD)	7.6
Skewness	0.079504367
Sum	101296.86
Variance	151.9158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95	49	3.7%
102	40	3.0%
90	39	3.0%
93	38	2.9%
85	36	2.7%
84	36	2.7%
89	36	2.7%
82	32	2.4%
96	28	2.1%
76	28	2.1%
Other values (123)	767	58.2%
(Missing)	189	14.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28	1	0.1%
52	2	0.2%
53	2	0.2%
55	2	0.2%
57	2	0.2%
60	2	0.2%
65	2	0.2%
66	8	0.6%
67	6	0.5%
68	4	0.3%

Value	Count	Frequency (%)
145	1	0.1%
142	1	0.1%
128	1	0.1%
123	2	0.2%
121	2	0.2%
120	1	0.1%
119	4	0.3%
118	3	0.2%
117	8	0.6%
116	2	0.2%

pp
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	32
Distinct (%)	12.6%
Missing	1064
Missing (%)	80.7%
Infinite	0
Infinite (%)	0.0%
Mean	35.009843

Minimum	19
Maximum	86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.4 KiB

Quantile statistics

Minimum	19
5-th percentile	30
Q1	32
median	35
Q3	37
95-th percentile	41
Maximum	86
Range	67
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.1397545
Coefficient of variation (CV)	0.14680884
Kurtosis	38.300644
Mean	35.009843
Median Absolute Deviation (MAD)	3
Skewness	3.7936705
Sum	8892.5
Variance	26.417077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
32	31	2.4%
35	28	2.1%
36	22	1.7%
37	20	1.5%
33	17	1.3%
40	17	1.3%
34	17	1.3%
31	16	1.2%
39	16	1.2%
30	14	1.1%
Other values (22)	56	4.2%
(Missing)	1064	80.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	2	0.2%
24	2	0.2%
26	1	0.1%
27	1	0.1%
27.5	3	0.2%
28	1	0.1%
29	2	0.2%
30	14	1.1%
31	16	1.2%
32	31	2.4%

Value	Count	Frequency (%)
86	1	0.1%
53	1	0.1%
47	1	0.1%
43	1	0.1%
42	5	0.4%
41.15	2	0.2%
41	4	0.3%
40	17	1.3%
39	16	1.2%
38.5	1	0.1%

Auto

Heatmap
Table

	e	p	t	ts	td	gs	c	hdl	cc	pp	s	u
e	1.000	0.039	-0.229	0.288	0.119	0.336	0.289	0.117	0.210	-0.269	0.128	0.105
p	0.039	1.000	0.455	0.370	0.343	0.252	0.048	-0.301	0.796	0.559	0.309	0.134
t	-0.229	0.455	1.000	0.076	0.097	-0.030	-0.075	-0.149	0.139	0.169	0.656	0.105
ts	0.288	0.370	0.076	1.000	0.741	0.272	0.110	-0.097	0.351	0.207	0.140	0.060
td	0.119	0.343	0.097	0.741	1.000	0.143	0.128	-0.108	0.302	0.166	0.067	0.043
gs	0.336	0.252	-0.030	0.272	0.143	1.000	0.060	-0.176	0.276	0.012	0.120	0.076
c	0.289	0.048	-0.075	0.110	0.128	0.060	1.000	0.291	0.122	0.004	0.133	0.109
hdl	0.117	-0.301	-0.149	-0.097	-0.108	-0.176	0.291	1.000	-0.219	-0.274	0.190	0.052
cc	0.210	0.796	0.139	0.351	0.302	0.276	0.122	-0.219	1.000	0.392	0.149	0.135
pp	-0.269	0.559	0.169	0.207	0.166	0.012	0.004	-0.274	0.392	1.000	0.094	0.139
s	0.128	0.309	0.656	0.140	0.067	0.120	0.133	0.190	0.149	0.094	1.000	0.118
u	0.105	0.134	0.105	0.060	0.043	0.076	0.109	0.052	0.135	0.139	0.118	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp
0	18	1	1.0	62.0	1.55	101.0	70.0	85.0	188.0	53.0	81.0	NaN
1	18	2	1.0	70.0	1.67	93.0	63.0	86.0	155.0	54.0	90.0	NaN
2	19	1	1.0	56.0	1.58	109.0	73.0	93.0	143.0	60.0	67.0	33.6
3	19	1	1.0	52.2	1.59	108.0	75.0	93.0	143.0	60.0	67.0	33.6
4	19	1	1.0	53.0	1.54	118.0	72.0	83.0	146.0	52.0	73.0	NaN
5	20	2	1.0	62.0	1.69	90.0	60.0	64.0	163.0	37.0	72.0	NaN
6	20	2	1.0	61.8	1.78	106.0	72.0	99.0	146.0	35.0	74.0	31.0
7	20	2	1.0	60.5	1.78	109.0	62.0	99.0	146.0	35.0	75.0	31.0
8	20	2	1.0	59.0	1.71	117.0	74.0	84.0	194.0	46.0	78.2	NaN
9	21	1	1.0	48.1	1.57	99.0	64.0	92.0	167.0	39.0	72.5	NaN

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp
1308	61	1	NaN	58.0	1.42	118.0	75.0	NaN	NaN	NaN	102.0	29.0
1309	45	1	NaN	45.0	1.50	140.0	70.0	NaN	NaN	NaN	NaN	NaN
1310	83	1	NaN	64.0	1.41	120.0	80.0	191.0	207.0	63.0	114.0	33.0
1311	65	1	NaN	129.0	1.48	160.0	70.0	NaN	NaN	NaN	128.0	53.0
1312	64	1	NaN	57.0	1.44	145.0	80.0	NaN	NaN	NaN	88.0	34.0
1313	74	1	NaN	54.5	1.60	170.0	80.0	89.0	130.0	212.0	90.0	32.0
1314	83	1	NaN	48.0	1.55	130.0	70.0	NaN	169.0	51.0	83.0	27.0
1315	47	2	NaN	88.0	1.76	130.0	70.0	NaN	NaN	24.0	NaN	NaN
1316	80	1	NaN	54.7	1.43	12.0	80.0	98.0	175.0	NaN	95.0	29.0
1317	49	2	NaN	48.0	1.42	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Most frequently occurring

	e	s	u	p	t	ts	td	gs	c	hdl	cc	pp	# duplicates
28	22	2	1.0	62.30	1.71	106.0	76.0	76.0	149.0	34.0	81.0	NaN	4
585	58	1	3.0	78.40	1.50	160.0	80.0	95.0	211.0	43.0	109.0	NaN	4
0	18	1	1.0	62.00	1.55	101.0	70.0	85.0	188.0	53.0	81.0	NaN	2
1	18	2	1.0	70.00	1.67	93.0	63.0	86.0	155.0	54.0	90.0	NaN	2
2	19	1	1.0	52.20	1.59	108.0	75.0	93.0	143.0	60.0	67.0	33.6	2
3	19	1	1.0	53.00	1.54	118.0	72.0	83.0	146.0	52.0	73.0	NaN	2
4	19	1	1.0	56.00	1.58	109.0	73.0	93.0	143.0	60.0	67.0	33.6	2
5	20	1	4.0	66.65	1.59	105.0	67.0	87.0	135.0	36.0	77.0	NaN	2
6	20	2	1.0	59.00	1.71	117.0	74.0	84.0	194.0	46.0	78.2	NaN	2
7	20	2	1.0	60.50	1.78	109.0	62.0	99.0	146.0	35.0	75.0	31.0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring